Logos
LLM Engineering Platform Logos optimizes usage with intelligent request routing, resource scheduling, and performance evaluation, aiming to reduce cost and improve quality in Al-driven applications.LLM Engineering Platform for combining local and cloud models – on demand Logos is an open-source framework that seamlessly integrates locally running LLMs with cloud-based models. It dynamically schedules requests based on cost, performance, and privacy needs - using local models by default and switching to the cloud only when necessary. This hybrid approach enables applications like personalized learning tools, AI-generated content, and automated feedback—while reducing latency, lowering costs, and ensuring data security.
Hephaestus
Hephaestus empowers novice software engineers through GitHub-integrated code review gamification and AI mentoring, fostering sustainable collaborative development practices and healthy software teams.Forging Healthy Software Teams Hephaestus is a comprehensive platform designed to empower novice software engineers and foster sustainable, collaborative development practices. Our mission centers on providing actionable tools that help teams continuously improve and stay focused on real-world challenges, evolving into a framework that nurtures agile, effective, and healthy software teams for the long term. The platform features two main components: Code Review Gamification and AI Mentor. The gamification system includes dynamic weekly leaderboards with real-time GitHub integration, team competitions across multiple repositories, structured league systems with Elo-like rankings, and automated Slack notifications celebrating top reviewers. The AI Mentor provides reflective sessions for goal setting and achievement, automated standup generation, and GitHub activity awareness for data-driven feedback during continuous improvement sessions.
Atlas
Atlas enhances higher education by integrating GenAI-driven adaptive learning into Artemis. It personalizes learning for students and eases the burden on educators supporting large, diverse cohorts.Atlas Making learning less painful – for everyone. Atlas is a research-driven initiative that brings adaptive learning to higher education. By integrating intuitive AI tools into the learning platform Artemis, Atlas empowers educators to support diverse student needs—at scale. The system helps teachers understand where their students stand, what they need, and how to support them more effectively. At the same time, students benefit from personalized learning paths that reflect their unique pace and background. They gain guidance, motivation, and ownership over their progress—without feeling overwhelmed or left behind. Whether you’re an educator seeking to modernize your course or a student curious about new ways to learn: Atlas opens up a path to learning that’s less painful, more effective, and more human. Educators can explore and integrate Atlas into their teaching, and students are encouraged to bring it into their courses and start a new chapter of truly adaptive education.